| Number of Variables | 14 |
|---|---|
| Number of Rows | 1309 |
| Missing Cells | 3855 |
| Missing Cells (%) | 21.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 431.3 KB |
| Average Row Size in Memory | 337.4 B |
| Variable Types |
|
| age has 263 (20.09%) missing values | Missing |
|---|---|
| cabin has 1014 (77.46%) missing values | Missing |
| boat has 823 (62.87%) missing values | Missing |
| body has 1188 (90.76%) missing values | Missing |
| home.dest has 564 (43.09%) missing values | Missing |
| fare is skewed | Skewed |
| name has a high cardinality: 1307 distinct values | High Cardinality |
| ticket has a high cardinality: 929 distinct values | High Cardinality |
| cabin has a high cardinality: 186 distinct values | High Cardinality |
| home.dest has a high cardinality: 369 distinct values | High Cardinality |
| pclass has constant length 3 | Constant Length |
|---|---|
| sibsp has constant length 3 | Constant Length |
| parch has constant length 3 | Constant Length |
| embarked has constant length 1 | Constant Length |
| survived has constant length 1 | Constant Length |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 89012 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 2618 |
categorical
| Approximate Distinct Count | 1307 |
|---|---|
| Approximate Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 120595 |
| Mean | 27.1276 |
|---|---|
| Standard Deviation | 9.5039 |
| Median | 25 |
| Minimum | 12 |
| Maximum | 82 |
| 1st row | Allen, Miss. Elisa... |
|---|---|
| 2nd row | Allison, Master. H... |
| 3rd row | Allison, Miss. Hel... |
| 4th row | Allison, Mr. Hudso... |
| 5th row | Allison, Mrs. Huds... |
| Count | 28224 |
|---|---|
| Lowercase Letter | 22841 |
| Space Separator | 4040 |
| Uppercase Letter | 5383 |
| Dash Punctuation | 19 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 12013 |
| Mean | 4.712 |
|---|---|
| Standard Deviation | 0.958 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 6 |
| 1st row | female |
|---|---|
| 2nd row | male |
| 3rd row | female |
| 4th row | male |
| 5th row | female |
| Count | 6168 |
|---|---|
| Lowercase Letter | 6168 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 98 |
|---|---|
| Approximate Unique (%) | 9.4% |
| Missing | 263 |
| Missing (%) | 20.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 16736 |
| Mean | 29.8811 |
| Minimum | 0.1667 |
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.1667 |
|---|---|
| 5-th Percentile | 5 |
| Q1 | 21 |
| Median | 28 |
| Q3 | 39 |
| 95-th Percentile | 57 |
| Maximum | 80 |
| Range | 79.8333 |
| IQR | 18 |
| Mean | 29.8811 |
|---|---|
| Standard Deviation | 14.4135 |
| Variance | 207.749 |
| Sum | 31255.6667 |
| Skewness | 0.4071 |
| Kurtosis | 0.1405 |
| Coefficient of Variation | 0.4824 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 89012 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 2618 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 89012 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 2618 |
categorical
| Approximate Distinct Count | 929 |
|---|---|
| Approximate Unique (%) | 71.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 93974 |
| Mean | 6.7907 |
|---|---|
| Standard Deviation | 2.7695 |
| Median | 6 |
| Minimum | 3 |
| Maximum | 18 |
| 1st row | 24160 |
|---|---|
| 2nd row | 113781 |
| 3rd row | 113781 |
| 4th row | 113781 |
| 5th row | 113781 |
| Count | 1026 |
|---|---|
| Lowercase Letter | 25 |
| Space Separator | 364 |
| Uppercase Letter | 1001 |
| Dash Punctuation | 0 |
| Decimal Number | 7032 |
numerical
| Approximate Distinct Count | 281 |
|---|---|
| Approximate Unique (%) | 21.5% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 20928 |
| Mean | 33.2955 |
| Minimum | 0 |
| Maximum | 512.3292 |
| Zeros | 17 |
| Zeros (%) | 1.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 7.225 |
| Q1 | 7.8958 |
| Median | 14.4542 |
| Q3 | 31.275 |
| 95-th Percentile | 133.65 |
| Maximum | 512.3292 |
| Range | 512.3292 |
| IQR | 23.3792 |
| Mean | 33.2955 |
|---|---|
| Standard Deviation | 51.7587 |
| Variance | 2678.9597 |
| Sum | 43550.4869 |
| Skewness | 4.3627 |
| Kurtosis | 26.9202 |
| Coefficient of Variation | 1.5545 |
categorical
| Approximate Distinct Count | 186 |
|---|---|
| Approximate Unique (%) | 63.0% |
| Missing | 1014 |
| Missing (%) | 77.5% |
| Memory Size | 20278 |
| Mean | 3.739 |
|---|---|
| Standard Deviation | 2.3466 |
| Median | 3 |
| Minimum | 1 |
| Maximum | 15 |
| 1st row | B5 |
|---|---|
| 2nd row | C22 C26 |
| 3rd row | C22 C26 |
| 4th row | C22 C26 |
| 5th row | C22 C26 |
| Count | 356 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 61 |
| Uppercase Letter | 356 |
| Dash Punctuation | 0 |
| Decimal Number | 686 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Memory Size | 12045 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | S |
|---|---|
| 2nd row | S |
| 3rd row | S |
| 4th row | S |
| 5th row | S |
| Count | 1307 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 1307 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 27 |
|---|---|
| Approximate Unique (%) | 5.6% |
| Missing | 823 |
| Missing (%) | 62.9% |
| Memory Size | 32312 |
| Mean | 1.4856 |
|---|---|
| Standard Deviation | 0.6476 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 7 |
| 1st row | 2 |
|---|---|
| 2nd row | 11 |
| 3rd row | 3 |
| 4th row | 10 |
| 5th row | D |
| Count | 83 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 11 |
| Uppercase Letter | 83 |
| Dash Punctuation | 0 |
| Decimal Number | 628 |
numerical
| Approximate Distinct Count | 121 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 1188 |
| Missing (%) | 90.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1936 |
| Mean | 160.8099 |
| Minimum | 1 |
| Maximum | 328 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 16 |
| Q1 | 72 |
| Median | 155 |
| Q3 | 256 |
| 95-th Percentile | 307 |
| Maximum | 328 |
| Range | 327 |
| IQR | 184 |
| Mean | 160.8099 |
|---|---|
| Standard Deviation | 97.6969 |
| Variance | 9544.6886 |
| Sum | 19458 |
| Skewness | 0.0906 |
| Kurtosis | -1.252 |
| Coefficient of Variation | 0.6075 |
categorical
| Approximate Distinct Count | 369 |
|---|---|
| Approximate Unique (%) | 49.5% |
| Missing | 564 |
| Missing (%) | 43.1% |
| Memory Size | 62703 |
| Mean | 19.1651 |
|---|---|
| Standard Deviation | 8.8731 |
| Median | 17 |
| Minimum | 5 |
| Maximum | 50 |
| 1st row | St Louis, MO |
|---|---|
| 2nd row | Montreal, PQ / Che... |
| 3rd row | Montreal, PQ / Che... |
| 4th row | Montreal, PQ / Che... |
| 5th row | Montreal, PQ / Che... |
| Count | 11580 |
|---|---|
| Lowercase Letter | 8777 |
| Space Separator | 1645 |
| Uppercase Letter | 2803 |
| Dash Punctuation | 19 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 12005 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 1309 |